Task 3555720
| Name | ParityModified-1608175932-2169-6_0 |
| Workunit | 1777621 |
| Created | 5 Jan 2021, 12:42:59 UTC |
| Sent | 6 Jan 2021, 12:40:35 UTC |
| Report deadline | 13 Jan 2021, 12:40:35 UTC |
| Received | 8 Jan 2021, 17:45:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 1 hours 13 min 48 sec |
| CPU time | 1 hours 11 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> [2021-01-08 18:29:13 main:574] : INFO : Epoch 1542 | loss: 0.0312132 | val_loss: 0.0312149 | Time: 2046.7 ms [2021-01-08 18:29:15 main:574] : INFO : Epoch 1543 | loss: 0.0312134 | val_loss: 0.0312132 | Time: 1959.86 ms [2021-01-08 18:29:17 main:574] : INFO : Epoch 1544 | loss: 0.0312127 | val_loss: 0.0312127 | Time: 2044.85 ms [2021-01-08 18:29:19 main:574] : INFO : Epoch 1545 | loss: 0.0312131 | val_loss: 0.0312144 | Time: 1943.68 ms [2021-01-08 18:29:21 main:574] : INFO : Epoch 1546 | loss: 0.0312137 | val_loss: 0.0312135 | Time: 1937.18 ms [2021-01-08 18:29:23 main:574] : INFO : Epoch 1547 | loss: 0.0312128 | val_loss: 0.0312139 | Time: 1971.84 ms [2021-01-08 18:29:25 main:574] : INFO : Epoch 1548 | loss: 0.0312122 | val_loss: 0.0312133 | Time: 1923.51 ms [2021-01-08 18:29:27 main:574] : INFO : Epoch 1549 | loss: 0.0312123 | val_loss: 0.0312149 | Time: 1984.77 ms [2021-01-08 18:29:29 main:574] : INFO : Epoch 1550 | loss: 0.0312132 | val_loss: 0.0312161 | Time: 1886.11 ms [2021-01-08 18:29:31 main:574] : INFO : Epoch 1551 | loss: 0.0312142 | val_loss: 0.031215 | Time: 1935.06 ms [2021-01-08 18:29:33 main:574] : INFO : Epoch 1552 | loss: 0.0312137 | val_loss: 0.0312124 | Time: 1998.03 ms [2021-01-08 18:29:35 main:574] : INFO : Epoch 1553 | loss: 0.0312113 | val_loss: 0.0312145 | Time: 1978.88 ms [2021-01-08 18:29:37 main:574] : INFO : Epoch 1554 | loss: 0.0312133 | val_loss: 0.031212 | Time: 1868.36 ms [2021-01-08 18:29:39 main:574] : INFO : Epoch 1555 | loss: 0.0312136 | val_loss: 0.0312147 | Time: 1955.08 ms [2021-01-08 18:29:41 main:574] : INFO : Epoch 1556 | loss: 0.0312117 | val_loss: 0.0312123 | Time: 1984.55 ms [2021-01-08 18:29:43 main:574] : INFO : Epoch 1557 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 1864.1 ms [2021-01-08 18:29:45 main:574] : INFO : Epoch 1558 | loss: 0.0312108 | val_loss: 0.0312116 | Time: 2028.84 ms [2021-01-08 18:29:47 main:574] : INFO : Epoch 1559 | loss: 0.0312103 | val_loss: 0.0312123 | Time: 1983.2 ms [2021-01-08 18:29:49 main:574] : INFO : Epoch 1560 | loss: 0.0312113 | val_loss: 0.0312113 | Time: 1909.32 ms [2021-01-08 18:29:51 main:574] : INFO : Epoch 1561 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 1986.95 ms [2021-01-08 18:29:53 main:574] : INFO : Epoch 1562 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 1962.76 ms [2021-01-08 18:29:55 main:574] : INFO : Epoch 1563 | loss: 0.0312119 | val_loss: 0.0312164 | Time: 1988.4 ms [2021-01-08 18:29:57 main:574] : INFO : Epoch 1564 | loss: 0.0312119 | val_loss: 0.0312114 | Time: 1992.83 ms [2021-01-08 18:29:59 main:574] : INFO : Epoch 1565 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 1845.97 ms [2021-01-08 18:30:01 main:574] : INFO : Epoch 1566 | loss: 0.03121 | val_loss: 0.0312122 | Time: 2004.95 ms [2021-01-08 18:30:03 main:574] : INFO : Epoch 1567 | loss: 0.0312102 | val_loss: 0.0312121 | Time: 1957.07 ms [2021-01-08 18:30:05 main:574] : INFO : Epoch 1568 | loss: 0.0312099 | val_loss: 0.0312123 | Time: 1967.27 ms [2021-01-08 18:30:07 main:574] : INFO : Epoch 1569 | loss: 0.0312097 | val_loss: 0.0312115 | Time: 1948.53 ms [2021-01-08 18:30:09 main:574] : INFO : Epoch 1570 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 2008.94 ms [2021-01-08 18:30:11 main:574] : INFO : Epoch 1571 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 1970.54 ms [2021-01-08 18:30:13 main:574] : INFO : Epoch 1572 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 2005.1 ms [2021-01-08 18:30:15 main:574] : INFO : Epoch 1573 | loss: 0.0312111 | val_loss: 0.0312117 | Time: 1942.93 ms [2021-01-08 18:30:17 main:574] : INFO : Epoch 1574 | loss: 0.0312117 | val_loss: 0.0312129 | Time: 1980.49 ms [2021-01-08 18:30:19 main:574] : INFO : Epoch 1575 | loss: 0.0312115 | val_loss: 0.0312109 | Time: 2009.7 ms [2021-01-08 18:30:21 main:574] : INFO : Epoch 1576 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 1957.58 ms [2021-01-08 18:30:23 main:574] : INFO : Epoch 1577 | loss: 0.0312096 | val_loss: 0.031213 | Time: 1942.91 ms [2021-01-08 18:30:25 main:574] : INFO : Epoch 1578 | loss: 0.0312095 | val_loss: 0.0312132 | Time: 1978.41 ms [2021-01-08 18:30:27 main:574] : INFO : Epoch 1579 | loss: 0.0312098 | val_loss: 0.0312101 | Time: 1968.32 ms [2021-01-08 18:30:29 main:574] : INFO : Epoch 1580 | loss: 0.0312097 | val_loss: 0.0312135 | Time: 1914.17 ms [2021-01-08 18:30:31 main:574] : INFO : Epoch 1581 | loss: 0.0312126 | val_loss: 0.0312115 | Time: 1935.91 ms [2021-01-08 18:30:33 main:574] : INFO : Epoch 1582 | loss: 0.0312106 | val_loss: 0.0312108 | Time: 1928.77 ms [2021-01-08 18:30:35 main:574] : INFO : Epoch 1583 | loss: 0.0312098 | val_loss: 0.0312117 | Time: 1931.2 ms [2021-01-08 18:30:37 main:574] : INFO : Epoch 1584 | loss: 0.03121 | val_loss: 0.0312111 | Time: 1956.93 ms [2021-01-08 18:30:39 main:574] : INFO : Epoch 1585 | loss: 0.0312104 | val_loss: 0.031211 | Time: 1931.91 ms [2021-01-08 18:30:41 main:574] : INFO : Epoch 1586 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 1982.53 ms [2021-01-08 18:30:43 main:574] : INFO : Epoch 1587 | loss: 0.0312109 | val_loss: 0.031211 | Time: 2042.9 ms [2021-01-08 18:30:45 main:574] : INFO : Epoch 1588 | loss: 0.0312103 | val_loss: 0.0312114 | Time: 1940.71 ms [2021-01-08 18:30:47 main:574] : INFO : Epoch 1589 | loss: 0.0312094 | val_loss: 0.0312115 | Time: 1945.73 ms [2021-01-08 18:30:49 main:574] : INFO : Epoch 1590 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 1893.44 ms [2021-01-08 18:30:51 main:574] : INFO : Epoch 1591 | loss: 0.0312102 | val_loss: 0.031212 | Time: 1870.75 ms [2021-01-08 18:30:53 main:574] : INFO : Epoch 1592 | loss: 0.03121 | val_loss: 0.0312111 | Time: 1860.96 ms [2021-01-08 18:30:55 main:574] : INFO : Epoch 1593 | loss: 0.0312096 | val_loss: 0.0312115 | Time: 2053.52 ms [2021-01-08 18:30:57 main:574] : INFO : Epoch 1594 | loss: 0.0312106 | val_loss: 0.0312127 | Time: 2114.17 ms [2021-01-08 18:30:59 main:574] : INFO : Epoch 1595 | loss: 0.0312093 | val_loss: 0.0312108 | Time: 1922.12 ms [2021-01-08 18:31:01 main:574] : INFO : Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312112 | Time: 2030.97 ms [2021-01-08 18:31:03 main:574] : INFO : Epoch 1597 | loss: 0.031209 | val_loss: 0.0312109 | Time: 1924.4 ms [2021-01-08 18:31:05 main:574] : INFO : Epoch 1598 | loss: 0.0312089 | val_loss: 0.0312154 | Time: 1971.1 ms [2021-01-08 18:31:07 main:574] : INFO : Epoch 1599 | loss: 0.0312097 | val_loss: 0.0312109 | Time: 1938.97 ms [2021-01-08 18:31:09 main:574] : INFO : Epoch 1600 | loss: 0.0312096 | val_loss: 0.031211 | Time: 1930.97 ms [2021-01-08 18:31:11 main:574] : INFO : Epoch 1601 | loss: 0.0312089 | val_loss: 0.0312141 | Time: 1901.14 ms [2021-01-08 18:31:13 main:574] : INFO : Epoch 1602 | loss: 0.0312093 | val_loss: 0.0312107 | Time: 1985.3 ms [2021-01-08 18:31:15 main:574] : INFO : Epoch 1603 | loss: 0.0312086 | val_loss: 0.0312151 | Time: 1977.88 ms [2021-01-08 18:31:17 main:574] : INFO : Epoch 1604 | loss: 0.0312113 | val_loss: 0.031219 | Time: 1986.45 ms [2021-01-08 18:31:19 main:574] : INFO : Epoch 1605 | loss: 0.0312105 | val_loss: 0.0312133 | Time: 2010.7 ms [2021-01-08 18:31:21 main:574] : INFO : Epoch 1606 | loss: 0.0312085 | val_loss: 0.0312109 | Time: 1913.42 ms [2021-01-08 18:31:23 main:574] : INFO : Epoch 1607 | loss: 0.0312087 | val_loss: 0.0312145 | Time: 1975.73 ms [2021-01-08 18:31:25 main:574] : INFO : Epoch 1608 | loss: 0.031211 | val_loss: 0.0312156 | Time: 1873.66 ms [2021-01-08 18:31:27 main:574] : INFO : Epoch 1609 | loss: 0.0312112 | val_loss: 0.0312161 | Time: 1965.2 ms [2021-01-08 18:31:29 main:574] : INFO : Epoch 1610 | loss: 0.0312112 | val_loss: 0.031214 | Time: 1992.66 ms [2021-01-08 18:31:31 main:574] : INFO : Epoch 1611 | loss: 0.0312121 | val_loss: 0.0312124 | Time: 1892.6 ms [2021-01-08 18:31:33 main:574] : INFO : Epoch 1612 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 1918.18 ms [2021-01-08 18:31:35 main:574] : INFO : Epoch 1613 | loss: 0.0312099 | val_loss: 0.0312107 | Time: 1942.41 ms [2021-01-08 18:31:37 main:574] : INFO : Epoch 1614 | loss: 0.0312088 | val_loss: 0.031211 | Time: 1970.1 ms [2021-01-08 18:31:39 main:574] : INFO : Epoch 1615 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 2041.82 ms [2021-01-08 18:31:41 main:574] : INFO : Epoch 1616 | loss: 0.031208 | val_loss: 0.0312115 | Time: 2107.27 ms [2021-01-08 18:31:43 main:574] : INFO : Epoch 1617 | loss: 0.0312098 | val_loss: 0.0312133 | Time: 1883.74 ms [2021-01-08 18:31:45 main:574] : INFO : Epoch 1618 | loss: 0.0312115 | val_loss: 0.0312152 | Time: 1934.89 ms [2021-01-08 18:31:47 main:574] : INFO : Epoch 1619 | loss: 0.0312123 | val_loss: 0.0312104 | Time: 1943.41 ms [2021-01-08 18:31:49 main:574] : INFO : Epoch 1620 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 1921.56 ms [2021-01-08 18:31:51 main:574] : INFO : Epoch 1621 | loss: 0.0312092 | val_loss: 0.031215 | Time: 1993.91 ms [2021-01-08 18:31:53 main:574] : INFO : Epoch 1622 | loss: 0.03121 | val_loss: 0.0312105 | Time: 1954.07 ms [2021-01-08 18:31:55 main:574] : INFO : Epoch 1623 | loss: 0.0312082 | val_loss: 0.03121 | Time: 1920.38 ms [2021-01-08 18:31:57 main:574] : INFO : Epoch 1624 | loss: 0.031208 | val_loss: 0.0312098 | Time: 1957.23 ms [2021-01-08 18:31:59 main:574] : INFO : Epoch 1625 | loss: 0.0312095 | val_loss: 0.0312142 | Time: 1908.16 ms [2021-01-08 18:32:00 main:574] : INFO : Epoch 1626 | loss: 0.0312094 | val_loss: 0.0312122 | Time: 1922.76 ms [2021-01-08 18:32:02 main:574] : INFO : Epoch 1627 | loss: 0.0312093 | val_loss: 0.0312111 | Time: 1926.82 ms [2021-01-08 18:32:04 main:574] : INFO : Epoch 1628 | loss: 0.0312098 | val_loss: 0.0312131 | Time: 1895.89 ms [2021-01-08 18:32:06 main:574] : INFO : Epoch 1629 | loss: 0.0312086 | val_loss: 0.0312142 | Time: 1970.88 ms [2021-01-08 18:32:08 main:574] : INFO : Epoch 1630 | loss: 0.0312097 | val_loss: 0.0312097 | Time: 2049.33 ms [2021-01-08 18:32:10 main:574] : INFO : Epoch 1631 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 1984.11 ms [2021-01-08 18:32:13 main:574] : INFO : Epoch 1632 | loss: 0.031208 | val_loss: 0.0312094 | Time: 2006.28 ms [2021-01-08 18:32:15 main:574] : INFO : Epoch 1633 | loss: 0.0312075 | val_loss: 0.0312096 | Time: 1966.82 ms [2021-01-08 18:32:16 main:574] : INFO : Epoch 1634 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 1856.75 ms [2021-01-08 18:32:18 main:574] : INFO : Epoch 1635 | loss: 0.031207 | val_loss: 0.0312108 | Time: 1893.6 ms [2021-01-08 18:32:20 main:574] : INFO : Epoch 1636 | loss: 0.0312079 | val_loss: 0.0312129 | Time: 1870.77 ms [2021-01-08 18:32:22 main:574] : INFO : Epoch 1637 | loss: 0.0312091 | val_loss: 0.0312127 | Time: 1972.11 ms [2021-01-08 18:32:24 main:574] : INFO : Epoch 1638 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 1956.01 ms [2021-01-08 18:32:26 main:574] : INFO : Epoch 1639 | loss: 0.0312065 | val_loss: 0.03121 | Time: 1948.38 ms [2021-01-08 18:32:28 main:574] : INFO : Epoch 1640 | loss: 0.0312066 | val_loss: 0.0312105 | Time: 2066.99 ms [2021-01-08 18:32:30 main:574] : INFO : Epoch 1641 | loss: 0.0312079 | val_loss: 0.0312108 | Time: 1911.6 ms [2021-01-08 18:32:32 main:574] : INFO : Epoch 1642 | loss: 0.0312066 | val_loss: 0.03121 | Time: 1940.01 ms [2021-01-08 18:32:34 main:574] : INFO : Epoch 1643 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 1866.38 ms [2021-01-08 18:32:36 main:574] : INFO : Epoch 1644 | loss: 0.0312064 | val_loss: 0.0312095 | Time: 1989.8 ms [2021-01-08 18:32:38 main:574] : INFO : Epoch 1645 | loss: 0.0312075 | val_loss: 0.0312099 | Time: 2025.99 ms [2021-01-08 18:32:40 main:574] : INFO : Epoch 1646 | loss: 0.0312064 | val_loss: 0.0312098 | Time: 1956.28 ms [2021-01-08 18:32:42 main:574] : INFO : Epoch 1647 | loss: 0.0312057 | val_loss: 0.0312142 | Time: 1970.93 ms [2021-01-08 18:32:44 main:574] : INFO : Epoch 1648 | loss: 0.031209 | val_loss: 0.0312156 | Time: 1981.63 ms [2021-01-08 18:32:46 main:574] : INFO : Epoch 1649 | loss: 0.0312092 | val_loss: 0.0312133 | Time: 1847.61 ms [2021-01-08 18:32:48 main:574] : INFO : Epoch 1650 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 2021.04 ms [2021-01-08 18:32:50 main:574] : INFO : Epoch 1651 | loss: 0.0312076 | val_loss: 0.0312108 | Time: 1972.31 ms [2021-01-08 18:32:52 main:574] : INFO : Epoch 1652 | loss: 0.0312076 | val_loss: 0.0312117 | Time: 1981.86 ms [2021-01-08 18:32:54 main:574] : INFO : Epoch 1653 | loss: 0.0312069 | val_loss: 0.031211 | Time: 1924.19 ms [2021-01-08 18:32:57 main:574] : INFO : Epoch 1654 | loss: 0.0312099 | val_loss: 0.0312164 | Time: 2013.72 ms [2021-01-08 18:32:59 main:574] : INFO : Epoch 1655 | loss: 0.0312091 | val_loss: 0.031212 | Time: 2010.87 ms [2021-01-08 18:33:01 main:574] : INFO : Epoch 1656 | loss: 0.0312071 | val_loss: 0.0312105 | Time: 1902 ms [2021-01-08 18:33:03 main:574] : INFO : Epoch 1657 | loss: 0.0312065 | val_loss: 0.0312123 | Time: 1963.87 ms [2021-01-08 18:33:05 main:574] : INFO : Epoch 1658 | loss: 0.0312079 | val_loss: 0.0312128 | Time: 2009.82 ms [2021-01-08 18:33:07 main:574] : INFO : Epoch 1659 | loss: 0.0312063 | val_loss: 0.0312102 | Time: 1930.81 ms [2021-01-08 18:33:09 main:574] : INFO : Epoch 1660 | loss: 0.031206 | val_loss: 0.0312102 | Time: 1953.52 ms [2021-01-08 18:33:11 main:574] : INFO : Epoch 1661 | loss: 0.0312077 | val_loss: 0.0312154 | Time: 1981.05 ms [2021-01-08 18:33:13 main:574] : INFO : Epoch 1662 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 1949.89 ms [2021-01-08 18:33:15 main:574] : INFO : Epoch 1663 | loss: 0.0312082 | val_loss: 0.0312104 | Time: 2040.4 ms [2021-01-08 18:33:17 main:574] : INFO : Epoch 1664 | loss: 0.0312062 | val_loss: 0.0312131 | Time: 2022.11 ms [2021-01-08 18:33:19 main:574] : INFO : Epoch 1665 | loss: 0.0312074 | val_loss: 0.0312164 | Time: 1899.67 ms [2021-01-08 18:33:21 main:574] : INFO : Epoch 1666 | loss: 0.0312091 | val_loss: 0.0312236 | Time: 2049.63 ms [2021-01-08 18:33:23 main:574] : INFO : Epoch 1667 | loss: 0.0312127 | val_loss: 0.0312131 | Time: 2015.81 ms [2021-01-08 18:33:25 main:574] : INFO : Epoch 1668 | loss: 0.0312097 | val_loss: 0.0312125 | Time: 1925.79 ms [2021-01-08 18:33:27 main:574] : INFO : Epoch 1669 | loss: 0.0312091 | val_loss: 0.0312126 | Time: 1939.89 ms [2021-01-08 18:33:29 main:574] : INFO : Epoch 1670 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 2016.21 ms [2021-01-08 18:33:31 main:574] : INFO : Epoch 1671 | loss: 0.0312079 | val_loss: 0.0312107 | Time: 1922.45 ms [2021-01-08 18:33:33 main:574] : INFO : Epoch 1672 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 1935.78 ms [2021-01-08 18:33:35 main:574] : INFO : Epoch 1673 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 1965.93 ms [2021-01-08 18:33:37 main:574] : INFO : Epoch 1674 | loss: 0.0312076 | val_loss: 0.0312109 | Time: 1909.29 ms [2021-01-08 18:33:39 main:574] : INFO : Epoch 1675 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 2032.29 ms [2021-01-08 18:33:41 main:574] : INFO : Epoch 1676 | loss: 0.0312075 | val_loss: 0.0312109 | Time: 1966.24 ms [2021-01-08 18:33:43 main:574] : INFO : Epoch 1677 | loss: 0.031208 | val_loss: 0.031211 | Time: 1970.75 ms [2021-01-08 18:33:45 main:574] : INFO : Epoch 1678 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 1923.49 ms [2021-01-08 18:33:47 main:574] : INFO : Epoch 1679 | loss: 0.0312076 | val_loss: 0.0312128 | Time: 1993.59 ms [2021-01-08 18:33:49 main:574] : INFO : Epoch 1680 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 2020.87 ms [2021-01-08 18:33:51 main:574] : INFO : Epoch 1681 | loss: 0.0312069 | val_loss: 0.0312117 | Time: 1933.37 ms [2021-01-08 18:33:53 main:574] : INFO : Epoch 1682 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 1951.47 ms [2021-01-08 18:33:55 main:574] : INFO : Epoch 1683 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 2006.45 ms [2021-01-08 18:33:57 main:574] : INFO : Epoch 1684 | loss: 0.0312073 | val_loss: 0.0312107 | Time: 1897.24 ms [2021-01-08 18:33:59 main:574] : INFO : Epoch 1685 | loss: 0.0312059 | val_loss: 0.0312108 | Time: 1899.32 ms [2021-01-08 18:34:01 main:574] : INFO : Epoch 1686 | loss: 0.031206 | val_loss: 0.0312099 | Time: 1894.5 ms [2021-01-08 18:34:03 main:574] : INFO : Epoch 1687 | loss: 0.0312077 | val_loss: 0.03121 | Time: 1997.46 ms [2021-01-08 18:34:05 main:574] : INFO : Epoch 1688 | loss: 0.0312073 | val_loss: 0.0312106 | Time: 1925.14 ms [2021-01-08 18:34:07 main:574] : INFO : Epoch 1689 | loss: 0.0312086 | val_loss: 0.031219 | Time: 1981.09 ms [2021-01-08 18:34:09 main:574] : INFO : Epoch 1690 | loss: 0.0312112 | val_loss: 0.0312106 | Time: 1978.74 ms [2021-01-08 18:34:11 main:574] : INFO : Epoch 1691 | loss: 0.031207 | val_loss: 0.0312098 | Time: 1939.32 ms [2021-01-08 18:34:13 main:574] : INFO : Epoch 1692 | loss: 0.0312068 | val_loss: 0.0312113 | Time: 1936.15 ms [2021-01-08 18:34:15 main:574] : INFO : Epoch 1693 | loss: 0.0312069 | val_loss: 0.0312106 | Time: 1938.95 ms [2021-01-08 18:34:17 main:574] : INFO : Epoch 1694 | loss: 0.0312066 | val_loss: 0.0312106 | Time: 1940.12 ms [2021-01-08 18:34:19 main:574] : INFO : Epoch 1695 | loss: 0.0312055 | val_loss: 0.0312108 | Time: 2006.81 ms [2021-01-08 18:34:21 main:574] : INFO : Epoch 1696 | loss: 0.0312052 | val_loss: 0.0312107 | Time: 2002.35 ms [2021-01-08 18:34:23 main:574] : INFO : Epoch 1697 | loss: 0.0312059 | val_loss: 0.0312157 | Time: 1959.42 ms [2021-01-08 18:34:25 main:574] : INFO : Epoch 1698 | loss: 0.0312056 | val_loss: 0.0312106 | Time: 1943.29 ms [2021-01-08 18:34:27 main:574] : INFO : Epoch 1699 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 2014.5 ms [2021-01-08 18:34:29 main:574] : INFO : Epoch 1700 | loss: 0.031206 | val_loss: 0.0312121 | Time: 1978.78 ms [2021-01-08 18:34:31 main:574] : INFO : Epoch 1701 | loss: 0.0312077 | val_loss: 0.0312099 | Time: 1955.91 ms [2021-01-08 18:34:33 main:574] : INFO : Epoch 1702 | loss: 0.0312096 | val_loss: 0.03121 | Time: 2018.51 ms [2021-01-08 18:34:35 main:574] : INFO : Epoch 1703 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 1911.06 ms [2021-01-08 18:34:37 main:574] : INFO : Epoch 1704 | loss: 0.0312064 | val_loss: 0.0312103 | Time: 1902.13 ms [2021-01-08 18:34:39 main:574] : INFO : Epoch 1705 | loss: 0.0312058 | val_loss: 0.0312111 | Time: 1938.92 ms [2021-01-08 18:34:41 main:574] : INFO : Epoch 1706 | loss: 0.031206 | val_loss: 0.0312091 | Time: 1936.19 ms [2021-01-08 18:34:43 main:574] : INFO : Epoch 1707 | loss: 0.0312057 | val_loss: 0.0312128 | Time: 1957.12 ms [2021-01-08 18:34:44 main:574] : INFO : Epoch 1708 | loss: 0.0312068 | val_loss: 0.03121 | Time: 1307.46 ms [2021-01-08 18:34:45 main:574] : INFO : Epoch 1709 | loss: 0.0312058 | val_loss: 0.0312093 | Time: 1386.58 ms [2021-01-08 18:34:47 main:574] : INFO : Epoch 1710 | loss: 0.0312048 | val_loss: 0.0312112 | Time: 1346.26 ms [2021-01-08 18:34:48 main:574] : INFO : Epoch 1711 | loss: 0.0312059 | val_loss: 0.0312128 | Time: 1455.24 ms [2021-01-08 18:34:50 main:574] : INFO : Epoch 1712 | loss: 0.0312058 | val_loss: 0.0312108 | Time: 1593.67 ms [2021-01-08 18:34:52 main:574] : INFO : Epoch 1713 | loss: 0.031206 | val_loss: 0.0312151 | Time: 2171.98 ms [2021-01-08 18:34:54 main:574] : INFO : Epoch 1714 | loss: 0.0312052 | val_loss: 0.0312109 | Time: 2198.74 ms [2021-01-08 18:34:56 main:574] : INFO : Epoch 1715 | loss: 0.0312046 | val_loss: 0.0312106 | Time: 1980.55 ms [2021-01-08 18:34:58 main:574] : INFO : Epoch 1716 | loss: 0.0312061 | val_loss: 0.03121 | Time: 2018.51 ms [2021-01-08 18:35:00 main:574] : INFO : Epoch 1717 | loss: 0.0312092 | val_loss: 0.0312197 | Time: 1939.85 ms [2021-01-08 18:35:02 main:574] : INFO : Epoch 1718 | loss: 0.0312102 | val_loss: 0.0312139 | Time: 1995.66 ms [2021-01-08 18:35:04 main:574] : INFO : Epoch 1719 | loss: 0.0312066 | val_loss: 0.0312112 | Time: 1896.3 ms [2021-01-08 18:35:06 main:574] : INFO : Epoch 1720 | loss: 0.031206 | val_loss: 0.0312136 | Time: 1906 ms [2021-01-08 18:35:08 main:574] : INFO : Epoch 1721 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 1934.45 ms [2021-01-08 18:35:10 main:574] : INFO : Epoch 1722 | loss: 0.0312046 | val_loss: 0.0312117 | Time: 1990.6 ms [2021-01-08 18:35:12 main:574] : INFO : Epoch 1723 | loss: 0.0312049 | val_loss: 0.0312132 | Time: 1919.34 ms [2021-01-08 18:35:14 main:574] : INFO : Epoch 1724 | loss: 0.0312054 | val_loss: 0.03121 | Time: 1935.86 ms [2021-01-08 18:35:16 main:574] : INFO : Epoch 1725 | loss: 0.0312045 | val_loss: 0.0312091 | Time: 1966.21 ms [2021-01-08 18:35:18 main:574] : INFO : Epoch 1726 | loss: 0.0312043 | val_loss: 0.0312095 | Time: 1931.01 ms [2021-01-08 18:35:20 main:574] : INFO : Epoch 1727 | loss: 0.0312041 | val_loss: 0.0312112 | Time: 1940.16 ms [2021-01-08 18:35:22 main:574] : INFO : Epoch 1728 | loss: 0.0312055 | val_loss: 0.0312111 | Time: 1940.82 ms [2021-01-08 18:35:24 main:574] : INFO : Epoch 1729 | loss: 0.0312044 | val_loss: 0.0312103 | Time: 1908.81 ms [2021-01-08 18:35:26 main:574] : INFO : Epoch 1730 | loss: 0.0312044 | val_loss: 0.0312099 | Time: 1975.75 ms [2021-01-08 18:35:28 main:574] : INFO : Epoch 1731 | loss: 0.0312042 | val_loss: 0.0312114 | Time: 1805.63 ms [2021-01-08 18:35:30 main:574] : INFO : Epoch 1732 | loss: 0.0312047 | val_loss: 0.0312132 | Time: 1959.72 ms [2021-01-08 18:35:32 main:574] : INFO : Epoch 1733 | loss: 0.0312069 | val_loss: 0.0312147 | Time: 1958.33 ms [2021-01-08 18:35:34 main:574] : INFO : Epoch 1734 | loss: 0.0312049 | val_loss: 0.0312108 | Time: 1901.49 ms [2021-01-08 18:35:36 main:574] : INFO : Epoch 1735 | loss: 0.0312031 | val_loss: 0.0312132 | Time: 1946.1 ms [2021-01-08 18:35:38 main:574] : INFO : Epoch 1736 | loss: 0.0312034 | val_loss: 0.031212 | Time: 1898.82 ms [2021-01-08 18:35:40 main:574] : INFO : Epoch 1737 | loss: 0.031204 | val_loss: 0.031216 | Time: 1904.88 ms [2021-01-08 18:35:42 main:574] : INFO : Epoch 1738 | loss: 0.031207 | val_loss: 0.0312155 | Time: 1900.2 ms [2021-01-08 18:35:44 main:574] : INFO : Epoch 1739 | loss: 0.031205 | val_loss: 0.0312153 | Time: 1869.62 ms [2021-01-08 18:35:46 main:574] : INFO : Epoch 1740 | loss: 0.0312072 | val_loss: 0.0312151 | Time: 1939.6 ms [2021-01-08 18:35:48 main:574] : INFO : Epoch 1741 | loss: 0.0312044 | val_loss: 0.0312099 | Time: 1994.84 ms [2021-01-08 18:35:50 main:574] : INFO : Epoch 1742 | loss: 0.0312039 | val_loss: 0.0312134 | Time: 1887.93 ms [2021-01-08 18:35:52 main:574] : INFO : Epoch 1743 | loss: 0.0312058 | val_loss: 0.03121 | Time: 1910.01 ms [2021-01-08 18:35:54 main:574] : INFO : Epoch 1744 | loss: 0.0312061 | val_loss: 0.0312096 | Time: 1971.88 ms [2021-01-08 18:35:56 main:574] : INFO : Epoch 1745 | loss: 0.031205 | val_loss: 0.0312107 | Time: 1917.9 ms [2021-01-08 18:35:57 main:574] : INFO : Epoch 1746 | loss: 0.0312041 | val_loss: 0.0312096 | Time: 1900.1 ms [2021-01-08 18:35:59 main:574] : INFO : Epoch 1747 | loss: 0.0312048 | val_loss: 0.031211 | Time: 1936.85 ms [2021-01-08 18:36:01 main:574] : INFO : Epoch 1748 | loss: 0.0312047 | val_loss: 0.0312131 | Time: 1966.74 ms [2021-01-08 18:36:03 main:574] : INFO : Epoch 1749 | loss: 0.0312062 | val_loss: 0.0312112 | Time: 1897.49 ms [2021-01-08 18:36:05 main:574] : INFO : Epoch 1750 | loss: 0.0312043 | val_loss: 0.0312098 | Time: 1906.43 ms [2021-01-08 18:36:07 main:574] : INFO : Epoch 1751 | loss: 0.0312049 | val_loss: 0.0312091 | Time: 1953.39 ms [2021-01-08 18:36:09 main:574] : INFO : Epoch 1752 | loss: 0.0312058 | val_loss: 0.0312102 | Time: 2029.42 ms [2021-01-08 18:36:11 main:574] : INFO : Epoch 1753 | loss: 0.0312042 | val_loss: 0.0312088 | Time: 1829.99 ms [2021-01-08 18:36:13 main:574] : INFO : Epoch 1754 | loss: 0.0312034 | val_loss: 0.0312084 | Time: 1929.62 ms [2021-01-08 18:36:15 main:574] : INFO : Epoch 1755 | loss: 0.0312048 | val_loss: 0.0312093 | Time: 1912.68 ms [2021-01-08 18:36:17 main:574] : INFO : Epoch 1756 | loss: 0.031205 | val_loss: 0.0312142 | Time: 1904.01 ms [2021-01-08 18:36:19 main:574] : INFO : Epoch 1757 | loss: 0.0312066 | val_loss: 0.0312121 | Time: 1922.21 ms [2021-01-08 18:36:21 main:574] : INFO : Epoch 1758 | loss: 0.0312036 | val_loss: 0.031212 | Time: 1991.4 ms [2021-01-08 18:36:23 main:574] : INFO : Epoch 1759 | loss: 0.0312042 | val_loss: 0.0312097 | Time: 1858.99 ms [2021-01-08 18:36:25 main:574] : INFO : Epoch 1760 | loss: 0.0312047 | val_loss: 0.031209 | Time: 1896.19 ms [2021-01-08 18:36:27 main:574] : INFO : Epoch 1761 | loss: 0.0312054 | val_loss: 0.0312096 | Time: 1913.91 ms [2021-01-08 18:36:29 main:574] : INFO : Epoch 1762 | loss: 0.0312062 | val_loss: 0.0312156 | Time: 2002.8 ms [2021-01-08 18:36:31 main:574] : INFO : Epoch 1763 | loss: 0.031206 | val_loss: 0.0312087 | Time: 1867.67 ms [2021-01-08 18:36:33 main:574] : INFO : Epoch 1764 | loss: 0.0312032 | val_loss: 0.0312084 | Time: 1889.04 ms [2021-01-08 18:36:35 main:574] : INFO : Epoch 1765 | loss: 0.0312034 | val_loss: 0.0312096 | Time: 1973.7 ms [2021-01-08 18:36:37 main:574] : INFO : Epoch 1766 | loss: 0.0312041 | val_loss: 0.0312079 | Time: 1961.17 ms [2021-01-08 18:36:39 main:574] : INFO : Epoch 1767 | loss: 0.0312033 | val_loss: 0.0312087 | Time: 1958.89 ms [2021-01-08 18:36:41 main:574] : INFO : Epoch 1768 | loss: 0.0312026 | val_loss: 0.0312102 | Time: 1934.27 ms [2021-01-08 18:36:43 main:574] : INFO : Epoch 1769 | loss: 0.031203 | val_loss: 0.0312127 | Time: 1892.67 ms [2021-01-08 18:36:45 main:574] : INFO : Epoch 1770 | loss: 0.0312033 | val_loss: 0.0312083 | Time: 1943 ms [2021-01-08 18:36:47 main:574] : INFO : Epoch 1771 | loss: 0.0312039 | val_loss: 0.0312131 | Time: 1902.74 ms [2021-01-08 18:36:49 main:574] : INFO : Epoch 1772 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 1902.99 ms [2021-01-08 18:36:50 main:574] : INFO : Epoch 1773 | loss: 0.0312094 | val_loss: 0.0312087 | Time: 1905.57 ms [2021-01-08 18:36:52 main:574] : INFO : Epoch 1774 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 1911.46 ms [2021-01-08 18:36:54 main:574] : INFO : Epoch 1775 | loss: 0.0312061 | val_loss: 0.0312078 | Time: 1900.8 ms [2021-01-08 18:36:56 main:574] : INFO : Epoch 1776 | loss: 0.0312048 | val_loss: 0.0312069 | Time: 1905.42 ms [2021-01-08 18:36:58 main:574] : INFO : Epoch 1777 | loss: 0.0312066 | val_loss: 0.0312113 | Time: 1928.97 ms [2021-01-08 18:37:00 main:574] : INFO : Epoch 1778 | loss: 0.0312051 | val_loss: 0.0312102 | Time: 1954.65 ms [2021-01-08 18:37:02 main:574] : INFO : Epoch 1779 | loss: 0.0312045 | val_loss: 0.0312059 | Time: 1871.64 ms [2021-01-08 18:37:04 main:574] : INFO : Epoch 1780 | loss: 0.0312045 | val_loss: 0.0312059 | Time: 1973.94 ms [2021-01-08 18:37:06 main:574] : INFO : Epoch 1781 | loss: 0.0312052 | val_loss: 0.0312072 | Time: 1826.57 ms [2021-01-08 18:37:08 main:574] : INFO : Epoch 1782 | loss: 0.0312027 | val_loss: 0.0312061 | Time: 1894.59 ms [2021-01-08 18:37:10 main:574] : INFO : Epoch 1783 | loss: 0.0312033 | val_loss: 0.0312056 | Time: 1897.18 ms [2021-01-08 18:37:12 main:574] : INFO : Epoch 1784 | loss: 0.0312035 | val_loss: 0.0312079 | Time: 1903.8 ms [2021-01-08 18:37:14 main:574] : INFO : Epoch 1785 | loss: 0.031202 | val_loss: 0.0312054 | Time: 1853.13 ms [2021-01-08 18:37:16 main:574] : INFO : Epoch 1786 | loss: 0.0312028 | val_loss: 0.0312052 | Time: 1915.23 ms [2021-01-08 18:37:18 main:574] : INFO : Epoch 1787 | loss: 0.0312032 | val_loss: 0.0312056 | Time: 1966.3 ms [2021-01-08 18:37:20 main:574] : INFO : Epoch 1788 | loss: 0.0312028 | val_loss: 0.0312049 | Time: 1972.19 ms [2021-01-08 18:37:22 main:574] : INFO : Epoch 1789 | loss: 0.0312028 | val_loss: 0.031208 | Time: 2034.22 ms [2021-01-08 18:37:24 main:574] : INFO : Epoch 1790 | loss: 0.0312084 | val_loss: 0.0312544 | Time: 1978.27 ms [2021-01-08 18:37:26 main:574] : INFO : Epoch 1791 | loss: 0.0400196 | val_loss: 0.0354823 | Time: 1873.23 ms [2021-01-08 18:37:28 main:574] : INFO : Epoch 1792 | loss: 0.0362934 | val_loss: 0.0376107 | Time: 1964.88 ms [2021-01-08 18:37:30 main:574] : INFO : Epoch 1793 | loss: 0.0341081 | val_loss: 0.0315127 | Time: 1812.96 ms [2021-01-08 18:37:32 main:574] : INFO : Epoch 1794 | loss: 0.0315146 | val_loss: 0.0313477 | Time: 1852.72 ms [2021-01-08 18:37:34 main:574] : INFO : Epoch 1795 | loss: 0.0312939 | val_loss: 0.0312739 | Time: 1938.84 ms [2021-01-08 18:37:36 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312411 | Time: 1850.12 ms [2021-01-08 18:37:37 main:574] : INFO : Epoch 1797 | loss: 0.0312392 | val_loss: 0.0312374 | Time: 1904.08 ms [2021-01-08 18:37:39 main:574] : INFO : Epoch 1798 | loss: 0.0312353 | val_loss: 0.0312347 | Time: 1936.13 ms [2021-01-08 18:37:41 main:574] : INFO : Epoch 1799 | loss: 0.031233 | val_loss: 0.0312327 | Time: 1990.26 ms [2021-01-08 18:37:43 main:574] : INFO : Epoch 1800 | loss: 0.0312307 | val_loss: 0.0312305 | Time: 1911.18 ms [2021-01-08 18:37:45 main:574] : INFO : Epoch 1801 | loss: 0.0312283 | val_loss: 0.0312286 | Time: 1888.12 ms [2021-01-08 18:37:47 main:574] : INFO : Epoch 1802 | loss: 0.0312265 | val_loss: 0.031227 | Time: 1905.09 ms [2021-01-08 18:37:49 main:574] : INFO : Epoch 1803 | loss: 0.031224 | val_loss: 0.031225 | Time: 1931.94 ms [2021-01-08 18:37:51 main:574] : INFO : Epoch 1804 | loss: 0.0312217 | val_loss: 0.0312234 | Time: 1923.26 ms [2021-01-08 18:37:53 main:574] : INFO : Epoch 1805 | loss: 0.0312198 | val_loss: 0.0312215 | Time: 1852.86 ms [2021-01-08 18:37:55 main:574] : INFO : Epoch 1806 | loss: 0.0312178 | val_loss: 0.0312195 | Time: 1995.66 ms [2021-01-08 18:37:57 main:574] : INFO : Epoch 1807 | loss: 0.0312157 | val_loss: 0.0312178 | Time: 1949.89 ms [2021-01-08 18:37:59 main:574] : INFO : Epoch 1808 | loss: 0.0312142 | val_loss: 0.0312159 | Time: 1933.1 ms [2021-01-08 18:38:01 main:574] : INFO : Epoch 1809 | loss: 0.0312129 | val_loss: 0.0312151 | Time: 1941.59 ms [2021-01-08 18:38:03 main:574] : INFO : Epoch 1810 | loss: 0.0312116 | val_loss: 0.0312146 | Time: 1935.85 ms [2021-01-08 18:38:05 main:574] : INFO : Epoch 1811 | loss: 0.0312106 | val_loss: 0.0312135 | Time: 1911.81 ms [2021-01-08 18:38:07 main:574] : INFO : Epoch 1812 | loss: 0.0312096 | val_loss: 0.0312139 | Time: 1933.83 ms [2021-01-08 18:38:09 main:574] : INFO : Epoch 1813 | loss: 0.031209 | val_loss: 0.0312131 | Time: 2007.86 ms [2021-01-08 18:38:11 main:574] : INFO : Epoch 1814 | loss: 0.0312083 | val_loss: 0.0312129 | Time: 1954.36 ms [2021-01-08 18:38:13 main:574] : INFO : Epoch 1815 | loss: 0.0312077 | val_loss: 0.0312124 | Time: 2073.96 ms [2021-01-08 18:38:15 main:574] : INFO : Epoch 1816 | loss: 0.0312074 | val_loss: 0.0312127 | Time: 1960.08 ms [2021-01-08 18:38:17 main:574] : INFO : Epoch 1817 | loss: 0.0312067 | val_loss: 0.0312119 | Time: 1941.33 ms [2021-01-08 18:38:19 main:574] : INFO : Epoch 1818 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 1849.82 ms [2021-01-08 18:38:21 main:574] : INFO : Epoch 1819 | loss: 0.0312058 | val_loss: 0.0312108 | Time: 1900.67 ms [2021-01-08 18:38:23 main:574] : INFO : Epoch 1820 | loss: 0.0312056 | val_loss: 0.0312115 | Time: 1844.55 ms [2021-01-08 18:38:25 main:574] : INFO : Epoch 1821 | loss: 0.0312054 | val_loss: 0.0312111 | Time: 1913.75 ms [2021-01-08 18:38:27 main:574] : INFO : Epoch 1822 | loss: 0.031205 | val_loss: 0.0312108 | Time: 1957.56 ms [2021-01-08 18:38:29 main:574] : INFO : Epoch 1823 | loss: 0.0312047 | val_loss: 0.0312113 | Time: 1952.34 ms [2021-01-08 18:38:31 main:574] : INFO : Epoch 1824 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 1820.89 ms [2021-01-08 18:38:33 main:574] : INFO : Epoch 1825 | loss: 0.0312043 | val_loss: 0.0312105 | Time: 1928.77 ms [2021-01-08 18:38:35 main:574] : INFO : Epoch 1826 | loss: 0.0312037 | val_loss: 0.0312103 | Time: 1894.22 ms [2021-01-08 18:38:36 main:574] : INFO : Epoch 1827 | loss: 0.0312042 | val_loss: 0.0312111 | Time: 1901.75 ms [2021-01-08 18:38:38 main:574] : INFO : Epoch 1828 | loss: 0.0312036 | val_loss: 0.0312107 | Time: 1969.55 ms [2021-01-08 18:38:40 main:574] : INFO : Epoch 1829 | loss: 0.0312047 | val_loss: 0.0312099 | Time: 1904.57 ms [2021-01-08 18:38:42 main:574] : INFO : Epoch 1830 | loss: 0.0312035 | val_loss: 0.0312093 | Time: 1930.93 ms [2021-01-08 18:38:44 main:574] : INFO : Epoch 1831 | loss: 0.0312036 | val_loss: 0.0312101 | Time: 1885.56 ms [2021-01-08 18:38:46 main:574] : INFO : Epoch 1832 | loss: 0.0312031 | val_loss: 0.03121 | Time: 1936.7 ms [2021-01-08 18:38:48 main:574] : INFO : Epoch 1833 | loss: 0.0312028 | val_loss: 0.0312099 | Time: 1924.41 ms [2021-01-08 18:38:50 main:574] : INFO : Epoch 1834 | loss: 0.0312028 | val_loss: 0.0312098 | Time: 1898.94 ms [2021-01-08 18:38:52 main:574] : INFO : Epoch 1835 | loss: 0.0312026 | val_loss: 0.0312103 | Time: 1948.8 ms [2021-01-08 18:38:54 main:574] : INFO : Epoch 1836 | loss: 0.0312027 | val_loss: 0.031209 | Time: 1863.82 ms [2021-01-08 18:38:56 main:574] : INFO : Epoch 1837 | loss: 0.0312027 | val_loss: 0.0312094 | Time: 1947.17 ms [2021-01-08 18:38:58 main:574] : INFO : Epoch 1838 | loss: 0.0312028 | val_loss: 0.0312085 | Time: 1961.77 ms [2021-01-08 18:39:00 main:574] : INFO : Epoch 1839 | loss: 0.0312027 | val_loss: 0.0312094 | Time: 2026.88 ms [2021-01-08 18:39:02 main:574] : INFO : Epoch 1840 | loss: 0.0312028 | val_loss: 0.0312094 | Time: 1895.56 ms [2021-01-08 18:39:04 main:574] : INFO : Epoch 1841 | loss: 0.0312025 | val_loss: 0.0312096 | Time: 1956.93 ms [2021-01-08 18:39:06 main:574] : INFO : Epoch 1842 | loss: 0.0312033 | val_loss: 0.0312159 | Time: 1907.1 ms [2021-01-08 18:39:08 main:574] : INFO : Epoch 1843 | loss: 0.0312183 | val_loss: 0.0312273 | Time: 1998 ms [2021-01-08 18:39:10 main:574] : INFO : Epoch 1844 | loss: 0.0312192 | val_loss: 0.0312235 | Time: 1945.75 ms [2021-01-08 18:39:12 main:574] : INFO : Epoch 1845 | loss: 0.031218 | val_loss: 0.0312234 | Time: 1900.29 ms [2021-01-08 18:39:14 main:574] : INFO : Epoch 1846 | loss: 0.0312175 | val_loss: 0.0312251 | Time: 1966.47 ms [2021-01-08 18:39:16 main:574] : INFO : Epoch 1847 | loss: 0.0312178 | val_loss: 0.0312228 | Time: 1921.43 ms [2021-01-08 18:39:18 main:574] : INFO : Epoch 1848 | loss: 0.0312168 | val_loss: 0.0312213 | Time: 1910.56 ms [2021-01-08 18:39:20 main:574] : INFO : Epoch 1849 | loss: 0.031216 | val_loss: 0.0312207 | Time: 1876.23 ms [2021-01-08 18:39:22 main:574] : INFO : Epoch 1850 | loss: 0.0312158 | val_loss: 0.0312212 | Time: 1905.59 ms [2021-01-08 18:39:24 main:574] : INFO : Epoch 1851 | loss: 0.0312158 | val_loss: 0.0312218 | Time: 1889.94 ms [2021-01-08 18:39:26 main:574] : INFO : Epoch 1852 | loss: 0.0312154 | val_loss: 0.0312217 | Time: 1943.51 ms [2021-01-08 18:39:28 main:574] : INFO : Epoch 1853 | loss: 0.0312161 | val_loss: 0.0312224 | Time: 1915.75 ms [2021-01-08 18:39:30 main:574] : INFO : Epoch 1854 | loss: 0.0312153 | val_loss: 0.031221 | Time: 1908.11 ms [2021-01-08 18:39:31 main:574] : INFO : Epoch 1855 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 1845.39 ms [2021-01-08 18:39:33 main:574] : INFO : Epoch 1856 | loss: 0.031214 | val_loss: 0.0312199 | Time: 2033.46 ms [2021-01-08 18:39:35 main:574] : INFO : Epoch 1857 | loss: 0.0312139 | val_loss: 0.0312197 | Time: 1905.12 ms [2021-01-08 18:39:37 main:574] : INFO : Epoch 1858 | loss: 0.0312137 | val_loss: 0.0312202 | Time: 1917.72 ms [2021-01-08 18:39:39 main:574] : INFO : Epoch 1859 | loss: 0.0312134 | val_loss: 0.0312201 | Time: 1951.74 ms [2021-01-08 18:39:41 main:574] : INFO : Epoch 1860 | loss: 0.0312133 | val_loss: 0.0312196 | Time: 2003.91 ms [2021-01-08 18:39:43 main:574] : INFO : Epoch 1861 | loss: 0.0312139 | val_loss: 0.0312209 | Time: 1872.52 ms [2021-01-08 18:39:45 main:574] : INFO : Epoch 1862 | loss: 0.0312142 | val_loss: 0.0312203 | Time: 1946.36 ms [2021-01-08 18:39:47 main:574] : INFO : Epoch 1863 | loss: 0.0312136 | val_loss: 0.0312197 | Time: 1910.79 ms [2021-01-08 18:39:49 main:574] : INFO : Epoch 1864 | loss: 0.0312135 | val_loss: 0.0312196 | Time: 1918.35 ms [2021-01-08 18:39:51 main:574] : INFO : Epoch 1865 | loss: 0.0312127 | val_loss: 0.0312202 | Time: 1839.28 ms [2021-01-08 18:39:53 main:574] : INFO : Epoch 1866 | loss: 0.0312132 | val_loss: 0.0312196 | Time: 1920.57 ms [2021-01-08 18:39:55 main:574] : INFO : Epoch 1867 | loss: 0.0312126 | val_loss: 0.0312195 | Time: 1982.62 ms [2021-01-08 18:39:57 main:574] : INFO : Epoch 1868 | loss: 0.0312123 | val_loss: 0.0312193 | Time: 1923 ms [2021-01-08 18:39:59 main:574] : INFO : Epoch 1869 | loss: 0.0312122 | val_loss: 0.0312189 | Time: 1933.56 ms [2021-01-08 18:40:01 main:574] : INFO : Epoch 1870 | loss: 0.0312125 | val_loss: 0.031219 | Time: 1920.57 ms [2021-01-08 18:40:03 main:574] : INFO : Epoch 1871 | loss: 0.0312122 | val_loss: 0.0312207 | Time: 1872.75 ms [2021-01-08 18:40:05 main:574] : INFO : Epoch 1872 | loss: 0.0312124 | val_loss: 0.0312194 | Time: 1889.41 ms [2021-01-08 18:40:07 main:574] : INFO : Epoch 1873 | loss: 0.0312122 | val_loss: 0.031219 | Time: 1886.36 ms [2021-01-08 18:40:09 main:574] : INFO : Epoch 1874 | loss: 0.0312117 | val_loss: 0.0312192 | Time: 1986.55 ms [2021-01-08 18:40:11 main:574] : INFO : Epoch 1875 | loss: 0.0312118 | val_loss: 0.0312201 | Time: 1909.63 ms [2021-01-08 18:40:13 main:574] : INFO : Epoch 1876 | loss: 0.0312122 | val_loss: 0.0312206 | Time: 1937.53 ms [2021-01-08 18:40:15 main:574] : INFO : Epoch 1877 | loss: 0.0312113 | val_loss: 0.0312189 | Time: 1875.33 ms [2021-01-08 18:40:16 main:574] : INFO : Epoch 1878 | loss: 0.0312118 | val_loss: 0.0312196 | Time: 1866 ms [2021-01-08 18:40:18 main:574] : INFO : Epoch 1879 | loss: 0.0312125 | val_loss: 0.0312194 | Time: 1893.42 ms [2021-01-08 18:40:20 main:574] : INFO : Epoch 1880 | loss: 0.0312129 | val_loss: 0.0312223 | Time: 1893.2 ms [2021-01-08 18:40:22 main:574] : INFO : Epoch 1881 | loss: 0.0312162 | val_loss: 0.0312221 | Time: 1897.38 ms [2021-01-08 18:40:24 main:574] : INFO : Epoch 1882 | loss: 0.0312154 | val_loss: 0.03122 | Time: 1926 ms [2021-01-08 18:40:26 main:574] : INFO : Epoch 1883 | loss: 0.0312144 | val_loss: 0.0312192 | Time: 2016.85 ms [2021-01-08 18:40:28 main:574] : INFO : Epoch 1884 | loss: 0.0312131 | val_loss: 0.0312179 | Time: 1902.71 ms [2021-01-08 18:40:30 main:574] : INFO : Epoch 1885 | loss: 0.0312125 | val_loss: 0.0312179 | Time: 1944.82 ms [2021-01-08 18:40:32 main:574] : INFO : Epoch 1886 | loss: 0.0312114 | val_loss: 0.0312173 | Time: 1966.16 ms [2021-01-08 18:40:34 main:574] : INFO : Epoch 1887 | loss: 0.0312105 | val_loss: 0.0312171 | Time: 1973.6 ms [2021-01-08 18:40:36 main:574] : INFO : Epoch 1888 | loss: 0.03121 | val_loss: 0.0312155 | Time: 1953.52 ms [2021-01-08 18:40:38 main:574] : INFO : Epoch 1889 | loss: 0.0312121 | val_loss: 0.0312196 | Time: 1938.18 ms [2021-01-08 18:40:40 main:574] : INFO : Epoch 1890 | loss: 0.0312108 | val_loss: 0.031217 | Time: 1913.13 ms [2021-01-08 18:40:42 main:574] : INFO : Epoch 1891 | loss: 0.0312109 | val_loss: 0.0312166 | Time: 1934.36 ms [2021-01-08 18:40:44 main:574] : INFO : Epoch 1892 | loss: 0.0312108 | val_loss: 0.0312159 | Time: 2005.36 ms [2021-01-08 18:40:46 main:574] : INFO : Epoch 1893 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1831.22 ms [2021-01-08 18:40:48 main:574] : INFO : Epoch 1894 | loss: 0.0312092 | val_loss: 0.031215 | Time: 1743.43 ms [2021-01-08 18:40:49 main:574] : INFO : Epoch 1895 | loss: 0.0312091 | val_loss: 0.0312157 | Time: 1311.43 ms [2021-01-08 18:40:50 main:574] : INFO : Epoch 1896 | loss: 0.0312091 | val_loss: 0.0312157 | Time: 1302.13 ms [2021-01-08 18:40:52 main:574] : INFO : Epoch 1897 | loss: 0.0312086 | val_loss: 0.031215 | Time: 1347.77 ms [2021-01-08 18:40:53 main:574] : INFO : Epoch 1898 | loss: 0.0312083 | val_loss: 0.0312148 | Time: 1289.38 ms [2021-01-08 18:40:55 main:574] : INFO : Epoch 1899 | loss: 0.031208 | val_loss: 0.0312173 | Time: 1384.77 ms [2021-01-08 18:40:57 main:574] : INFO : Epoch 1900 | loss: 0.0312082 | val_loss: 0.0312149 | Time: 1924.95 ms [2021-01-08 18:40:59 main:574] : INFO : Epoch 1901 | loss: 0.0312082 | val_loss: 0.0312155 | Time: 2016.71 ms [2021-01-08 18:41:01 main:574] : INFO : Epoch 1902 | loss: 0.0312084 | val_loss: 0.0312151 | Time: 1917.4 ms [2021-01-08 18:41:02 main:574] : INFO : Epoch 1903 | loss: 0.0312088 | val_loss: 0.0312157 | Time: 1837.06 ms [2021-01-08 18:41:04 main:574] : INFO : Epoch 1904 | loss: 0.0312078 | val_loss: 0.0312149 | Time: 1867.7 ms [2021-01-08 18:41:06 main:574] : INFO : Epoch 1905 | loss: 0.0312072 | val_loss: 0.0312144 | Time: 1916.35 ms [2021-01-08 18:41:08 main:574] : INFO : Epoch 1906 | loss: 0.0312081 | val_loss: 0.0312147 | Time: 1923.01 ms [2021-01-08 18:41:10 main:574] : INFO : Epoch 1907 | loss: 0.0312083 | val_loss: 0.0312162 | Time: 2019.71 ms [2021-01-08 18:41:12 main:574] : INFO : Epoch 1908 | loss: 0.0312089 | val_loss: 0.0312181 | Time: 1927.58 ms [2021-01-08 18:41:14 main:574] : INFO : Epoch 1909 | loss: 0.0312095 | val_loss: 0.0312149 | Time: 1932.17 ms [2021-01-08 18:41:16 main:574] : INFO : Epoch 1910 | loss: 0.0312074 | val_loss: 0.0312143 | Time: 1978.88 ms [2021-01-08 18:41:18 main:574] : INFO : Epoch 1911 | loss: 0.0312072 | val_loss: 0.0312144 | Time: 1991.32 ms [2021-01-08 18:41:20 main:574] : INFO : Epoch 1912 | loss: 0.0312072 | val_loss: 0.0312145 | Time: 1931.55 ms [2021-01-08 18:41:22 main:574] : INFO : Epoch 1913 | loss: 0.0312087 | val_loss: 0.031215 | Time: 1892.88 ms [2021-01-08 18:41:24 main:574] : INFO : Epoch 1914 | loss: 0.0312068 | val_loss: 0.0312145 | Time: 1996.01 ms [2021-01-08 18:41:26 main:574] : INFO : Epoch 1915 | loss: 0.0312062 | val_loss: 0.0312151 | Time: 1872.51 ms [2021-01-08 18:41:28 main:574] : INFO : Epoch 1916 | loss: 0.0312062 | val_loss: 0.0312149 | Time: 1933.24 ms [2021-01-08 18:41:30 main:574] : INFO : Epoch 1917 | loss: 0.0312094 | val_loss: 0.0312324 | Time: 1863.05 ms [2021-01-08 18:41:32 main:574] : INFO : Epoch 1918 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 1858.3 ms [2021-01-08 18:41:34 main:574] : INFO : Epoch 1919 | loss: 0.0312073 | val_loss: 0.0312147 | Time: 2004.09 ms [2021-01-08 18:41:36 main:574] : INFO : Epoch 1920 | loss: 0.0312067 | val_loss: 0.0312152 | Time: 1881.93 ms [2021-01-08 18:41:38 main:574] : INFO : Epoch 1921 | loss: 0.0312068 | val_loss: 0.0312155 | Time: 1936.46 ms [2021-01-08 18:41:40 main:574] : INFO : Epoch 1922 | loss: 0.0312062 | val_loss: 0.0312148 | Time: 1921.38 ms [2021-01-08 18:41:42 main:574] : INFO : Epoch 1923 | loss: 0.0312065 | val_loss: 0.0312154 | Time: 1931.9 ms [2021-01-08 18:41:44 main:574] : INFO : Epoch 1924 | loss: 0.0312059 | val_loss: 0.0312146 | Time: 1933.49 ms [2021-01-08 18:41:46 main:574] : INFO : Epoch 1925 | loss: 0.0312065 | val_loss: 0.0312147 | Time: 1932.25 ms [2021-01-08 18:41:48 main:574] : INFO : Epoch 1926 | loss: 0.0312064 | val_loss: 0.0312154 | Time: 1873.94 ms [2021-01-08 18:41:50 main:574] : INFO : Epoch 1927 | loss: 0.0312076 | val_loss: 0.0312225 | Time: 1930.1 ms [2021-01-08 18:41:52 main:574] : INFO : Epoch 1928 | loss: 0.031208 | val_loss: 0.0312145 | Time: 1915.63 ms [2021-01-08 18:41:53 main:574] : INFO : Epoch 1929 | loss: 0.0312065 | val_loss: 0.0312151 | Time: 1894.94 ms [2021-01-08 18:41:56 main:574] : INFO : Epoch 1930 | loss: 0.0312063 | val_loss: 0.0312249 | Time: 1976.4 ms [2021-01-08 18:41:58 main:574] : INFO : Epoch 1931 | loss: 0.0312107 | val_loss: 0.031216 | Time: 1967.67 ms [2021-01-08 18:41:59 main:574] : INFO : Epoch 1932 | loss: 0.0312045 | val_loss: 0.0312082 | Time: 1920.66 ms [2021-01-08 18:42:01 main:574] : INFO : Epoch 1933 | loss: 0.0312045 | val_loss: 0.0312096 | Time: 1901.94 ms [2021-01-08 18:42:03 main:574] : INFO : Epoch 1934 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1888.96 ms [2021-01-08 18:42:05 main:574] : INFO : Epoch 1935 | loss: 0.0312027 | val_loss: 0.0312067 | Time: 1867.93 ms [2021-01-08 18:42:07 main:574] : INFO : Epoch 1936 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 1891.66 ms [2021-01-08 18:42:09 main:574] : INFO : Epoch 1937 | loss: 0.0312048 | val_loss: 0.0312066 | Time: 1968.76 ms [2021-01-08 18:42:11 main:574] : INFO : Epoch 1938 | loss: 0.0312024 | val_loss: 0.0312055 | Time: 1847.09 ms [2021-01-08 18:42:13 main:574] : INFO : Epoch 1939 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2021.35 ms [2021-01-08 18:42:15 main:574] : INFO : Epoch 1940 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 1971.19 ms [2021-01-08 18:42:17 main:574] : INFO : Epoch 1941 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 1882.46 ms [2021-01-08 18:42:19 main:574] : INFO : Epoch 1942 | loss: 0.0312018 | val_loss: 0.0312054 | Time: 1852.15 ms [2021-01-08 18:42:21 main:574] : INFO : Epoch 1943 | loss: 0.031202 | val_loss: 0.031214 | Time: 1921.84 ms [2021-01-08 18:42:23 main:574] : INFO : Epoch 1944 | loss: 0.0312056 | val_loss: 0.031211 | Time: 1865.28 ms [2021-01-08 18:42:25 main:574] : INFO : Epoch 1945 | loss: 0.031208 | val_loss: 0.0312086 | Time: 1943.99 ms [2021-01-08 18:42:27 main:574] : INFO : Epoch 1946 | loss: 0.0312061 | val_loss: 0.0312073 | Time: 1936.97 ms [2021-01-08 18:42:29 main:574] : INFO : Epoch 1947 | loss: 0.0312048 | val_loss: 0.0312067 | Time: 1869.41 ms [2021-01-08 18:42:31 main:574] : INFO : Epoch 1948 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 1870.61 ms [2021-01-08 18:42:32 main:574] : INFO : Epoch 1949 | loss: 0.0312014 | val_loss: 0.0312051 | Time: 1910.04 ms [2021-01-08 18:42:34 main:574] : INFO : Epoch 1950 | loss: 0.0312008 | val_loss: 0.031204 | Time: 1884.33 ms [2021-01-08 18:42:36 main:574] : INFO : Epoch 1951 | loss: 0.0312015 | val_loss: 0.0312059 | Time: 1876.83 ms [2021-01-08 18:42:38 main:574] : INFO : Epoch 1952 | loss: 0.031201 | val_loss: 0.0312052 | Time: 1921.04 ms [2021-01-08 18:42:40 main:574] : INFO : Epoch 1953 | loss: 0.0312022 | val_loss: 0.0312082 | Time: 1948.49 ms [2021-01-08 18:42:42 main:574] : INFO : Epoch 1954 | loss: 0.0312035 | val_loss: 0.0312047 | Time: 1935.65 ms [2021-01-08 18:42:44 main:574] : INFO : Epoch 1955 | loss: 0.0312036 | val_loss: 0.0312051 | Time: 1999.44 ms [2021-01-08 18:42:46 main:574] : INFO : Epoch 1956 | loss: 0.0312021 | val_loss: 0.031205 | Time: 1943.19 ms [2021-01-08 18:42:48 main:574] : INFO : Epoch 1957 | loss: 0.0312011 | val_loss: 0.0312052 | Time: 1957.03 ms [2021-01-08 18:42:50 main:574] : INFO : Epoch 1958 | loss: 0.031201 | val_loss: 0.0312066 | Time: 1953.3 ms [2021-01-08 18:42:52 main:574] : INFO : Epoch 1959 | loss: 0.031201 | val_loss: 0.0312041 | Time: 1887.32 ms [2021-01-08 18:42:54 main:574] : INFO : Epoch 1960 | loss: 0.0312004 | val_loss: 0.0312046 | Time: 1953.84 ms [2021-01-08 18:42:56 main:574] : INFO : Epoch 1961 | loss: 0.0312001 | val_loss: 0.0312038 | Time: 1962.2 ms [2021-01-08 18:42:58 main:574] : INFO : Epoch 1962 | loss: 0.0312001 | val_loss: 0.0312037 | Time: 1923.91 ms [2021-01-08 18:43:00 main:574] : INFO : Epoch 1963 | loss: 0.0311997 | val_loss: 0.0312054 | Time: 1885.01 ms [2021-01-08 18:43:02 main:574] : INFO : Epoch 1964 | loss: 0.0312005 | val_loss: 0.0312094 | Time: 1876.15 ms [2021-01-08 18:43:04 main:574] : INFO : Epoch 1965 | loss: 0.0312005 | val_loss: 0.0312057 | Time: 1884.15 ms [2021-01-08 18:43:06 main:574] : INFO : Epoch 1966 | loss: 0.0312008 | val_loss: 0.0312037 | Time: 1908.44 ms [2021-01-08 18:43:08 main:574] : INFO : Epoch 1967 | loss: 0.0311996 | val_loss: 0.0312042 | Time: 1909.53 ms [2021-01-08 18:43:10 main:574] : INFO : Epoch 1968 | loss: 0.0312002 | val_loss: 0.0312075 | Time: 1962.43 ms [2021-01-08 18:43:12 main:574] : INFO : Epoch 1969 | loss: 0.0312006 | val_loss: 0.0312038 | Time: 1987.83 ms [2021-01-08 18:43:14 main:574] : INFO : Epoch 1970 | loss: 0.0311994 | val_loss: 0.0312036 | Time: 1987.72 ms [2021-01-08 18:43:16 main:574] : INFO : Epoch 1971 | loss: 0.0312022 | val_loss: 0.0312075 | Time: 1961 ms [2021-01-08 18:43:18 main:574] : INFO : Epoch 1972 | loss: 0.0312006 | val_loss: 0.0312072 | Time: 1951.51 ms [2021-01-08 18:43:20 main:574] : INFO : Epoch 1973 | loss: 0.0312007 | val_loss: 0.031207 | Time: 1967.59 ms [2021-01-08 18:43:22 main:574] : INFO : Epoch 1974 | loss: 0.0312017 | val_loss: 0.0312063 | Time: 1942.37 ms [2021-01-08 18:43:24 main:574] : INFO : Epoch 1975 | loss: 0.0312018 | val_loss: 0.0312061 | Time: 1928.12 ms [2021-01-08 18:43:26 main:574] : INFO : Epoch 1976 | loss: 0.0311995 | val_loss: 0.031204 | Time: 1910.58 ms [2021-01-08 18:43:28 main:574] : INFO : Epoch 1977 | loss: 0.0312004 | val_loss: 0.0312057 | Time: 1978.63 ms [2021-01-08 18:43:30 main:574] : INFO : Epoch 1978 | loss: 0.0311993 | val_loss: 0.0312056 | Time: 1853.74 ms [2021-01-08 18:43:32 main:574] : INFO : Epoch 1979 | loss: 0.0311991 | val_loss: 0.0312054 | Time: 1987.47 ms [2021-01-08 18:43:34 main:574] : INFO : Epoch 1980 | loss: 0.0311999 | val_loss: 0.0312038 | Time: 2001.29 ms [2021-01-08 18:43:36 main:574] : INFO : Epoch 1981 | loss: 0.0311996 | val_loss: 0.0312062 | Time: 1932.97 ms [2021-01-08 18:43:38 main:574] : INFO : Epoch 1982 | loss: 0.0312007 | val_loss: 0.0312042 | Time: 1901.19 ms [2021-01-08 18:43:40 main:574] : INFO : Epoch 1983 | loss: 0.0311998 | val_loss: 0.0312043 | Time: 1990.73 ms [2021-01-08 18:43:42 main:574] : INFO : Epoch 1984 | loss: 0.0311996 | val_loss: 0.0312073 | Time: 1978.37 ms [2021-01-08 18:43:44 main:574] : INFO : Epoch 1985 | loss: 0.0312007 | val_loss: 0.0312045 | Time: 1865.96 ms [2021-01-08 18:43:46 main:574] : INFO : Epoch 1986 | loss: 0.031199 | val_loss: 0.0312027 | Time: 1898.38 ms [2021-01-08 18:43:47 main:574] : INFO : Epoch 1987 | loss: 0.0311989 | val_loss: 0.0312035 | Time: 1907.7 ms [2021-01-08 18:43:49 main:574] : INFO : Epoch 1988 | loss: 0.0312006 | val_loss: 0.0312045 | Time: 1925.31 ms [2021-01-08 18:43:51 main:574] : INFO : Epoch 1989 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1943.9 ms [2021-01-08 18:43:53 main:574] : INFO : Epoch 1990 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 1903.09 ms [2021-01-08 18:43:55 main:574] : INFO : Epoch 1991 | loss: 0.0312011 | val_loss: 0.0312054 | Time: 1887.32 ms [2021-01-08 18:43:57 main:574] : INFO : Epoch 1992 | loss: 0.0311992 | val_loss: 0.0312033 | Time: 1931.72 ms [2021-01-08 18:43:59 main:574] : INFO : Epoch 1993 | loss: 0.0311989 | val_loss: 0.0312027 | Time: 1940.93 ms [2021-01-08 18:44:01 main:574] : INFO : Epoch 1994 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 1917.04 ms [2021-01-08 18:44:03 main:574] : INFO : Epoch 1995 | loss: 0.0311986 | val_loss: 0.0312027 | Time: 1935.13 ms [2021-01-08 18:44:05 main:574] : INFO : Epoch 1996 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 1901.41 ms [2021-01-08 18:44:07 main:574] : INFO : Epoch 1997 | loss: 0.0312005 | val_loss: 0.0312046 | Time: 1946.21 ms [2021-01-08 18:44:09 main:574] : INFO : Epoch 1998 | loss: 0.0311991 | val_loss: 0.0312031 | Time: 2048.83 ms [2021-01-08 18:44:11 main:574] : INFO : Epoch 1999 | loss: 0.0311984 | val_loss: 0.0312036 | Time: 1800.79 ms [2021-01-08 18:44:13 main:574] : INFO : Epoch 2000 | loss: 0.0311987 | val_loss: 0.0312021 | Time: 1932.03 ms [2021-01-08 18:44:15 main:574] : INFO : Epoch 2001 | loss: 0.0311981 | val_loss: 0.0312025 | Time: 1968.23 ms [2021-01-08 18:44:17 main:574] : INFO : Epoch 2002 | loss: 0.0311978 | val_loss: 0.0312027 | Time: 1898.84 ms [2021-01-08 18:44:19 main:574] : INFO : Epoch 2003 | loss: 0.0311984 | val_loss: 0.0312038 | Time: 1994.94 ms [2021-01-08 18:44:21 main:574] : INFO : Epoch 2004 | loss: 0.0312033 | val_loss: 0.0312123 | Time: 1903.72 ms [2021-01-08 18:44:23 main:574] : INFO : Epoch 2005 | loss: 0.0312019 | val_loss: 0.0312029 | Time: 1897.75 ms [2021-01-08 18:44:25 main:574] : INFO : Epoch 2006 | loss: 0.0312012 | val_loss: 0.0312025 | Time: 1856.39 ms [2021-01-08 18:44:27 main:574] : INFO : Epoch 2007 | loss: 0.0311988 | val_loss: 0.0312023 | Time: 1936.82 ms [2021-01-08 18:44:29 main:574] : INFO : Epoch 2008 | loss: 0.031199 | val_loss: 0.0312019 | Time: 1941.59 ms [2021-01-08 18:44:31 main:574] : INFO : Epoch 2009 | loss: 0.031199 | val_loss: 0.031204 | Time: 1920.85 ms [2021-01-08 18:44:32 main:574] : INFO : Epoch 2010 | loss: 0.0311992 | val_loss: 0.0312074 | Time: 1871.64 ms [2021-01-08 18:44:34 main:574] : INFO : Epoch 2011 | loss: 0.0312002 | val_loss: 0.0312032 | Time: 1825.24 ms [2021-01-08 18:44:36 main:574] : INFO : Epoch 2012 | loss: 0.0311996 | val_loss: 0.0312033 | Time: 1778.27 ms [2021-01-08 18:44:38 main:574] : INFO : Epoch 2013 | loss: 0.0311994 | val_loss: 0.0312037 | Time: 1798.51 ms [2021-01-08 18:44:40 main:574] : INFO : Epoch 2014 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 1799.61 ms [2021-01-08 18:44:42 main:574] : INFO : Epoch 2015 | loss: 0.0311997 | val_loss: 0.0312038 | Time: 1772.13 ms [2021-01-08 18:44:44 main:574] : INFO : Epoch 2016 | loss: 0.0311988 | val_loss: 0.0312035 | Time: 1801.3 ms [2021-01-08 18:44:45 main:574] : INFO : Epoch 2017 | loss: 0.0311982 | val_loss: 0.0312042 | Time: 1848 ms [2021-01-08 18:44:47 main:574] : INFO : Epoch 2018 | loss: 0.0311993 | val_loss: 0.0312032 | Time: 1831.05 ms [2021-01-08 18:44:49 main:574] : INFO : Epoch 2019 | loss: 0.0311978 | val_loss: 0.0312029 | Time: 2009.49 ms [2021-01-08 18:44:51 main:574] : INFO : Epoch 2020 | loss: 0.0312013 | val_loss: 0.0312057 | Time: 1799.61 ms [2021-01-08 18:44:53 main:574] : INFO : Epoch 2021 | loss: 0.031199 | val_loss: 0.0312029 | Time: 1836.16 ms [2021-01-08 18:44:55 main:574] : INFO : Epoch 2022 | loss: 0.0311979 | val_loss: 0.031206 | Time: 1941.05 ms [2021-01-08 18:44:57 main:574] : INFO : Epoch 2023 | loss: 0.0312043 | val_loss: 0.0312071 | Time: 1861.78 ms [2021-01-08 18:44:59 main:574] : INFO : Epoch 2024 | loss: 0.0312035 | val_loss: 0.0312052 | Time: 1821.88 ms [2021-01-08 18:45:01 main:574] : INFO : Epoch 2025 | loss: 0.0312013 | val_loss: 0.0312056 | Time: 1815.81 ms [2021-01-08 18:45:02 main:574] : INFO : Epoch 2026 | loss: 0.0312004 | val_loss: 0.0312044 | Time: 1858.39 ms [2021-01-08 18:45:04 main:574] : INFO : Epoch 2027 | loss: 0.0312008 | val_loss: 0.0312044 | Time: 1786.62 ms [2021-01-08 18:45:06 main:574] : INFO : Epoch 2028 | loss: 0.0311998 | val_loss: 0.0312057 | Time: 1866.72 ms [2021-01-08 18:45:08 main:574] : INFO : Epoch 2029 | loss: 0.0312014 | val_loss: 0.0312195 | Time: 1769.96 ms [2021-01-08 18:45:10 main:574] : INFO : Epoch 2030 | loss: 0.0312183 | val_loss: 0.0312189 | Time: 1877.81 ms [2021-01-08 18:45:12 main:574] : INFO : Epoch 2031 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 1861.4 ms [2021-01-08 18:45:14 main:574] : INFO : Epoch 2032 | loss: 0.0312166 | val_loss: 0.0312196 | Time: 1899.07 ms [2021-01-08 18:45:16 main:574] : INFO : Epoch 2033 | loss: 0.031216 | val_loss: 0.0312218 | Time: 1872.67 ms [2021-01-08 18:45:18 main:574] : INFO : Epoch 2034 | loss: 0.0312154 | val_loss: 0.0312176 | Time: 1865.93 ms [2021-01-08 18:45:19 main:574] : INFO : Epoch 2035 | loss: 0.0312153 | val_loss: 0.031222 | Time: 1825.2 ms [2021-01-08 18:45:21 main:574] : INFO : Epoch 2036 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 1909.56 ms [2021-01-08 18:45:23 main:574] : INFO : Epoch 2037 | loss: 0.0312156 | val_loss: 0.0312189 | Time: 1851.86 ms [2021-01-08 18:45:25 main:574] : INFO : Epoch 2038 | loss: 0.0312146 | val_loss: 0.0312206 | Time: 1864.42 ms [2021-01-08 18:45:27 main:574] : INFO : Epoch 2039 | loss: 0.0312143 | val_loss: 0.03122 | Time: 1795.39 ms [2021-01-08 18:45:29 main:574] : INFO : Epoch 2040 | loss: 0.0312144 | val_loss: 0.031217 | Time: 1808.65 ms [2021-01-08 18:45:31 main:574] : INFO : Epoch 2041 | loss: 0.0312134 | val_loss: 0.0312178 | Time: 1904.73 ms [2021-01-08 18:45:33 main:574] : INFO : Epoch 2042 | loss: 0.0312153 | val_loss: 0.031219 | Time: 1811.22 ms [2021-01-08 18:45:35 main:574] : INFO : Epoch 2043 | loss: 0.0312127 | val_loss: 0.0312165 | Time: 1890.82 ms [2021-01-08 18:45:36 main:574] : INFO : Epoch 2044 | loss: 0.0312124 | val_loss: 0.0312165 | Time: 1792.94 ms [2021-01-08 18:45:38 main:574] : INFO : Epoch 2045 | loss: 0.0312119 | val_loss: 0.031216 | Time: 1812.62 ms [2021-01-08 18:45:40 main:574] : INFO : Epoch 2046 | loss: 0.031212 | val_loss: 0.0312174 | Time: 1869.95 ms [2021-01-08 18:45:42 main:574] : INFO : Epoch 2047 | loss: 0.0312123 | val_loss: 0.0312179 | Time: 1796.68 ms [2021-01-08 18:45:44 main:574] : INFO : Epoch 2048 | loss: 0.0312114 | val_loss: 0.0312161 | Time: 1880.98 ms [2021-01-08 18:45:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312161 [2021-01-08 18:45:44 main:603] : INFO : Saving end state to config to file [2021-01-08 18:45:44 main:608] : INFO : Success, exiting.. 18:45:44 (9668): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)